Robust Intelligence Partners with Pinecone to Enhance AI Application Security with Canopy Integration
Robust Intelligence Partners with Pinecone to Enhance AI Application Security
SAN FRANCISCO, CA / ACCESSWIRE / June 25, 2024 / In a move to bolster AI application security, Robust Intelligence, the AI application security company, has announced a partnership with Pinecone to integrate with Canopy, their open-source framework designed to simplify the development of retrieval-augmented generation (RAG) applications.
Retrieval-augmented generation is a leading technique used by developers to enhance AI applications with contextually relevant information by connecting Large Language Models (LLMs) to vector databases. However, the development and security of RAG applications can be challenging, with various complex components and potential safety and security risks to manage, such as data exfiltration, injection attacks, data poisoning, and sensitive information leakage.
Pinecone introduced Canopy in late 2023 as a solution to the complexities of RAG application development. Canopy includes components for data embedding, query optimization, context retrieval, and more, enabling developers to have a production-ready RAG application up and running in less than an hour.
With the integration of Robust Intelligence with Canopy, an additional layer of protection is provided for Pinecone’s secure vector database, ensuring the integrity of RAG applications. The Robust Intelligence platform conducts security scanning on data uploads to the vector database, flagging and intercepting malicious data to prevent adversaries from exploiting RAG applications for harmful purposes.
Elan Dekel, Vice President of Product at Pinecone, expressed the company’s commitment to enabling developers to build GenAI applications efficiently using retrieval-augmented generation. By collaborating with partners like Robust Intelligence, Pinecone aims to offer customers a seamless and powerful solution for securing RAG applications developed with Pinecone and the Canopy framework.
The partnership between Robust Intelligence and Pinecone emphasizes a proactive approach to AI security, enabling developers to identify and mitigate vulnerabilities early in the development process. This approach facilitates better communication with security and compliance teams, ensuring that RAG applications have robust security measures in place to prevent compromise.
Yaron Singer, CEO of Robust Intelligence, highlighted the importance of protecting RAG applications, especially when they involve sensitive data. By partnering with Pinecone, Robust Intelligence aims to make security an integral part of RAG application development.
Developers can access and contribute to the Canopy framework by visiting the Canopy repository. For more information about the Robust Intelligence platform, visit the company’s website.
About Robust Intelligence:
Robust Intelligence provides enterprises with an automated solution to secure their AI transformation against security and safety threats. The platform includes tools for detecting and assessing model vulnerabilities, recommending necessary guardrails, and enforcing measures to mitigate threats to AI applications in production. Trusted by leading companies such as JPMorgan Chase, ADP, and IBM, Robust Intelligence helps organizations meet AI safety and security standards with a single integration.
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SOURCE: Robust Intelligence
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